1 code implementation • 4 Feb 2022 • Preetam Nandy, Xiufan Yu, Wanjun Liu, Ye Tu, Kinjal Basu, Shaunak Chatterjee
In this paper, we propose a generalization of tree-based approaches to tackle multiple discrete and continuous-valued treatments.
no code implementations • 19 Aug 2019 • Wanjun Liu, Yuan Ke, Jingyuan Liu, Runze Li
It can be shown that the proposed two-step approach enjoys both sure screening and FDR control if the pre-specified FDR level $\alpha$ is greater or equal to $1/s$, where $s$ is the number of active features.